Fix PostCommit Python sklearn on Python3.12 #32171
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failed
Aug 13, 2024 in 0s
1 fail, 55 skipped, 95 pass in 2h 2m 55s
3 files - 2 3 suites - 2 2h 2m 55s ⏱️ - 41m 42s
151 tests - 5 95 ✅ - 4 55 💤 + 1 1 ❌ - 2
203 runs - 41 142 ✅ - 4 60 💤 - 35 1 ❌ - 2
Results for commit 3295920. ± Comparison against earlier commit 28b4e173.
Annotations
Check warning on line 0 in apache_beam.examples.complete.game.game_stats_it_test.GameStatsIT
github-actions / Test Results
test_game_stats_it (apache_beam.examples.complete.game.game_stats_it_test.GameStatsIT) failed
sdks/python/pytest_postCommitIT-df-py311.xml [took 21m 23s]
Raw output
google.api_core.exceptions.NotFound: 404 Not found: Table apache-beam-testing:game_stats_it_dataset17235839854cb2ff.game_stats_sessions was not found in location US; reason: notFound, message: Not found: Table apache-beam-testing:game_stats_it_dataset17235839854cb2ff.game_stats_sessions was not found in location US
Location: US
Job ID: b6d8df72-823c-421f-b390-8291c38eb7e2
self = <apache_beam.examples.complete.game.game_stats_it_test.GameStatsIT testMethod=test_game_stats_it>
@pytest.mark.it_postcommit
@pytest.mark.examples_postcommit
# TODO(https://github.com/apache/beam/issues/21300) This example only works in
# Dataflow, remove mark to enable for other runners when fixed
@pytest.mark.sickbay_direct
@pytest.mark.sickbay_spark
@pytest.mark.sickbay_flink
def test_game_stats_it(self):
state_verifier = PipelineStateMatcher(PipelineState.RUNNING)
success_condition = 'mean_duration=300 LIMIT 1'
sessions_query = (
'SELECT mean_duration FROM `%s.%s.%s` '
'WHERE %s' % (
self.project,
self.dataset_ref.dataset_id,
self.OUTPUT_TABLE_SESSIONS,
success_condition))
bq_sessions_verifier = BigqueryMatcher(
self.project, sessions_query, self.DEFAULT_EXPECTED_CHECKSUM)
# TODO(mariagh): Add teams table verifier once game_stats.py is fixed.
extra_opts = {
'subscription': self.input_sub.name,
'dataset': self.dataset_ref.dataset_id,
'topic': self.input_topic.name,
'fixed_window_duration': 1,
'user_activity_window_duration': 1,
'wait_until_finish_duration': self.WAIT_UNTIL_FINISH_DURATION,
'on_success_matcher': all_of(state_verifier, bq_sessions_verifier)
}
# Register cleanup before pipeline execution.
# Note that actual execution happens in reverse order.
self.addCleanup(self._cleanup_pubsub)
self.addCleanup(utils.delete_bq_dataset, self.project, self.dataset_ref)
# Generate input data and inject to PubSub.
self._inject_pubsub_game_events(self.input_topic, self.DEFAULT_INPUT_COUNT)
# Get pipeline options from command argument: --test-pipeline-options,
# and start pipeline job by calling pipeline main function.
> game_stats.run(
self.test_pipeline.get_full_options_as_args(**extra_opts),
save_main_session=False)
apache_beam/examples/complete/game/game_stats_it_test.py:150:
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
apache_beam/examples/complete/game/game_stats.py:301: in run
with beam.Pipeline(options=options) as p:
apache_beam/pipeline.py:613: in __exit__
self.result = self.run()
apache_beam/pipeline.py:563: in run
self._options).run(False)
apache_beam/pipeline.py:587: in run
return self.runner.run_pipeline(self, self._options)
apache_beam/runners/dataflow/test_dataflow_runner.py:70: in run_pipeline
hc_assert_that(self.result, pickler.loads(on_success_matcher))
../../build/gradleenv/2050596099/lib/python3.11/site-packages/hamcrest/core/core/allof.py:26: in matches
if not matcher.matches(item):
../../build/gradleenv/2050596099/lib/python3.11/site-packages/hamcrest/core/base_matcher.py:39: in matches
match_result = self._matches(item)
apache_beam/io/gcp/tests/bigquery_matcher.py:110: in _matches
get_checksum()
apache_beam/utils/retry.py:298: in wrapper
return fun(*args, **kwargs)
apache_beam/io/gcp/tests/bigquery_matcher.py:95: in get_checksum
response = self._query_with_retry()
apache_beam/utils/retry.py:311: in wrapper
raise exn.with_traceback(exn_traceback)
apache_beam/utils/retry.py:298: in wrapper
return fun(*args, **kwargs)
apache_beam/io/gcp/tests/bigquery_matcher.py:125: in _query_with_retry
rows = query_job.result(timeout=60)
../../build/gradleenv/2050596099/lib/python3.11/site-packages/google/cloud/bigquery/job/query.py:1683: in result
while not is_job_done():
../../build/gradleenv/2050596099/lib/python3.11/site-packages/google/api_core/retry/retry_unary.py:293: in retry_wrapped_func
return retry_target(
../../build/gradleenv/2050596099/lib/python3.11/site-packages/google/api_core/retry/retry_unary.py:153: in retry_target
_retry_error_helper(
../../build/gradleenv/2050596099/lib/python3.11/site-packages/google/api_core/retry/retry_base.py:212: in _retry_error_helper
raise final_exc from source_exc
../../build/gradleenv/2050596099/lib/python3.11/site-packages/google/api_core/retry/retry_unary.py:144: in retry_target
result = target()
_ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _
def is_job_done():
nonlocal restart_query_job
if restart_query_job:
restart_query_job = False
# The original job has failed. Create a new one.
#
# Note that we won't get here if retry_do_query is
# None, because we won't use a retry.
job = retry_do_query()
# Become the new job:
self.__dict__.clear()
self.__dict__.update(job.__dict__)
# It's possible the job fails again and we'll have to
# retry that too.
self._retry_do_query = retry_do_query
self._job_retry = job_retry
# If the job hasn't been created, create it now. Related:
# https://github.com/googleapis/python-bigquery/issues/1940
if self.state is None:
self._begin(retry=retry, **done_kwargs)
# Refresh the job status with jobs.get because some of the
# exceptions thrown by jobs.getQueryResults like timeout and
# rateLimitExceeded errors are ambiguous. We want to know if
# the query job failed and not just the call to
# jobs.getQueryResults.
if self.done(retry=retry, **done_kwargs):
# If it's already failed, we might as well stop.
job_failed_exception = self.exception()
if job_failed_exception is not None:
# Only try to restart the query job if the job failed for
# a retriable reason. For example, don't restart the query
# if the call to reload the job metadata within self.done()
# timed out.
#
# The `restart_query_job` must only be called after a
# successful call to the `jobs.get` REST API and we
# determine that the job has failed.
#
# The `jobs.get` REST API
# (https://cloud.google.com/bigquery/docs/reference/rest/v2/jobs/get)
# is called via `self.done()` which calls
# `self.reload()`.
#
# To determine if the job failed, the `self.exception()`
# is set from `self.reload()` via
# `self._set_properties()`, which translates the
# `Job.status.errorResult` field
# (https://cloud.google.com/bigquery/docs/reference/rest/v2/Job#JobStatus.FIELDS.error_result)
# into an exception that can be processed by the
# `job_retry` predicate.
restart_query_job = True
> raise job_failed_exception
E google.api_core.exceptions.NotFound: 404 Not found: Table apache-beam-testing:game_stats_it_dataset17235839854cb2ff.game_stats_sessions was not found in location US; reason: notFound, message: Not found: Table apache-beam-testing:game_stats_it_dataset17235839854cb2ff.game_stats_sessions was not found in location US
E
E Location: US
E Job ID: b6d8df72-823c-421f-b390-8291c38eb7e2
../../build/gradleenv/2050596099/lib/python3.11/site-packages/google/cloud/bigquery/job/query.py:1625: NotFound
Check notice on line 0 in .github
github-actions / Test Results
55 skipped tests found
There are 55 skipped tests, see "Raw output" for the full list of skipped tests.
Raw output
apache_beam.examples.inference.tfx_bsl.tfx_bsl_inference_it_test.TFXRunInferenceTests ‑ test_tfx_run_inference_mobilenetv2
apache_beam.examples.ml_transform.ml_transform_it_test
apache_beam.examples.snippets.transforms.elementwise.mltransform_test
apache_beam.examples.snippets.transforms.elementwise.runinference_test
apache_beam.examples.streaming_wordcount_debugging_it_test.StreamingWordcountDebuggingIT ‑ test_streaming_wordcount_debugging_it
apache_beam.io.external.xlang_kafkaio_it_test.CrossLanguageKafkaIOTest ‑ test_hosted_kafkaio_null_key
apache_beam.io.external.xlang_kafkaio_it_test.CrossLanguageKafkaIOTest ‑ test_hosted_kafkaio_populated_key
apache_beam.io.external.xlang_kinesisio_it_test.CrossLanguageKinesisIOTest ‑ test_kinesis_io_roundtrip
apache_beam.io.gcp.bigquery_file_loads_test.BigQueryFileLoadsIT ‑ test_bqfl_streaming
apache_beam.io.gcp.bigquery_file_loads_test.BigQueryFileLoadsIT ‑ test_bqfl_streaming_with_copy_jobs
apache_beam.io.gcp.bigquery_file_loads_test.BigQueryFileLoadsIT ‑ test_bqfl_streaming_with_dynamic_destinations
apache_beam.ml.gcp.naturallanguageml_test_it.NaturalLanguageMlTestIT ‑ test_analyzing_syntax
apache_beam.ml.gcp.videointelligenceml_test_it.VideoIntelligenceMlTestIT ‑ test_label_detection_with_video_context
apache_beam.ml.inference.base_test.RunInferenceBaseTest ‑ test_run_inference_with_side_inputin_streaming
apache_beam.ml.inference.huggingface_inference_it_test
apache_beam.ml.inference.huggingface_inference_test
apache_beam.ml.inference.onnx_inference_it_test.OnnxInference ‑ test_onnx_run_inference_roberta_sentiment_classification
apache_beam.ml.inference.onnx_inference_test
apache_beam.ml.inference.pytorch_inference_it_test.PyTorchInference ‑ test_torch_run_inference_bert_for_masked_lm
apache_beam.ml.inference.pytorch_inference_it_test.PyTorchInference ‑ test_torch_run_inference_bert_for_masked_lm_large_model
apache_beam.ml.inference.pytorch_inference_it_test.PyTorchInference ‑ test_torch_run_inference_coco_maskrcnn_resnet50_fpn
apache_beam.ml.inference.pytorch_inference_it_test.PyTorchInference ‑ test_torch_run_inference_coco_maskrcnn_resnet50_fpn_v1_and_v2
apache_beam.ml.inference.pytorch_inference_it_test.PyTorchInference ‑ test_torch_run_inference_imagenet_mobilenetv2
apache_beam.ml.inference.pytorch_inference_test
apache_beam.ml.inference.sklearn_inference_it_test.SklearnInference ‑ test_sklearn_regression
apache_beam.ml.inference.tensorflow_inference_it_test.TensorflowInference ‑ test_tf_imagenet_image_segmentation
apache_beam.ml.inference.tensorflow_inference_it_test.TensorflowInference ‑ test_tf_mnist_classification
apache_beam.ml.inference.tensorflow_inference_it_test.TensorflowInference ‑ test_tf_mnist_classification_large_model
apache_beam.ml.inference.tensorflow_inference_it_test.TensorflowInference ‑ test_tf_mnist_with_weights_classification
apache_beam.ml.inference.tensorrt_inference_test
apache_beam.ml.inference.vertex_ai_inference_it_test
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_datatable_multi_batch
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_datatable_single_batch
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_numpy_multi_batch
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_numpy_single_batch
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_numpy_single_batch_large_model
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_pandas_multi_batch
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_pandas_single_batch
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_scipy_multi_batch
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_scipy_single_batch
apache_beam.ml.inference.xgboost_inference_test
apache_beam.ml.transforms.handlers_test
apache_beam.ml.transforms.tft_test
apache_beam.runners.dask.dask_runner_test
apache_beam.runners.dataflow.dataflow_exercise_metrics_pipeline_test.ExerciseMetricsPipelineTest ‑ test_metrics_it
apache_beam.testing.analyzers.perf_analysis_test
apache_beam.testing.benchmarks.cloudml.cloudml_benchmark_test
apache_beam.testing.test_stream_it_test.TestStreamIntegrationTests ‑ test_basic_execution
apache_beam.testing.test_stream_it_test.TestStreamIntegrationTests ‑ test_multiple_outputs
apache_beam.testing.test_stream_it_test.TestStreamIntegrationTests ‑ test_multiple_outputs_with_watermark_advancement
apache_beam.transforms.enrichment_handlers.feast_feature_store_it_test
apache_beam.transforms.enrichment_handlers.feast_feature_store_test
apache_beam.transforms.periodicsequence_it_test.PeriodicSequenceIT ‑ test_periodicsequence_outputs_valid_watermarks_it
apache_beam.typehints.pytorch_type_compatibility_test
apache_beam.yaml.yaml_ml_test
Check notice on line 0 in .github
github-actions / Test Results
151 tests found
There are 151 tests, see "Raw output" for the full list of tests.
Raw output
apache_beam.dataframe.io_it_test.ReadUsingReadGbqTests ‑ test_ReadGbq
apache_beam.dataframe.io_it_test.ReadUsingReadGbqTests ‑ test_ReadGbq_direct_read
apache_beam.dataframe.io_it_test.ReadUsingReadGbqTests ‑ test_ReadGbq_direct_read_with_project
apache_beam.dataframe.io_it_test.ReadUsingReadGbqTests ‑ test_ReadGbq_export_with_project
apache_beam.dataframe.io_it_test.ReadUsingReadGbqTests ‑ test_ReadGbq_with_computation
apache_beam.examples.complete.autocomplete_test.AutocompleteTest ‑ test_autocomplete_it
apache_beam.examples.complete.game.game_stats_it_test.GameStatsIT ‑ test_game_stats_it
apache_beam.examples.complete.game.hourly_team_score_it_test.HourlyTeamScoreIT ‑ test_hourly_team_score_it
apache_beam.examples.complete.game.leader_board_it_test.LeaderBoardIT ‑ test_leader_board_it
apache_beam.examples.complete.game.user_score_it_test.UserScoreIT ‑ test_user_score_it
apache_beam.examples.complete.juliaset.juliaset.juliaset_test_it.JuliaSetTestIT ‑ test_run_example_with_setup_file
apache_beam.examples.cookbook.bigquery_tornadoes_it_test.BigqueryTornadoesIT ‑ test_bigquery_tornadoes_it
apache_beam.examples.cookbook.bigtableio_it_test.BigtableIOWriteTest ‑ test_bigtable_write
apache_beam.examples.cookbook.datastore_wordcount_it_test.DatastoreWordCountIT ‑ test_datastore_wordcount_it
apache_beam.examples.dataframe.flight_delays_it_test.FlightDelaysTest ‑ test_flight_delays
apache_beam.examples.dataframe.taxiride_it_test.TaxirideIT ‑ test_aggregation
apache_beam.examples.dataframe.taxiride_it_test.TaxirideIT ‑ test_enrich
apache_beam.examples.fastavro_it_test.FastavroIT ‑ test_avro_it
apache_beam.examples.inference.tfx_bsl.tfx_bsl_inference_it_test.TFXRunInferenceTests ‑ test_tfx_run_inference_mobilenetv2
apache_beam.examples.ml_transform.ml_transform_it_test
apache_beam.examples.snippets.transforms.elementwise.mltransform_test
apache_beam.examples.snippets.transforms.elementwise.runinference_test
apache_beam.examples.streaming_wordcount_debugging_it_test.StreamingWordcountDebuggingIT ‑ test_streaming_wordcount_debugging_it
apache_beam.examples.streaming_wordcount_it_test.StreamingWordCountIT ‑ test_streaming_wordcount_it
apache_beam.examples.wordcount_it_test.WordCountIT ‑ test_wordcount_impersonation_it
apache_beam.examples.wordcount_it_test.WordCountIT ‑ test_wordcount_it
apache_beam.io.external.xlang_debeziumio_it_test.CrossLanguageDebeziumIOTest ‑ test_xlang_debezium_read
apache_beam.io.external.xlang_jdbcio_it_test.CrossLanguageJdbcIOTest ‑ test_xlang_jdbc_write_read_0_postgres
apache_beam.io.external.xlang_jdbcio_it_test.CrossLanguageJdbcIOTest ‑ test_xlang_jdbc_write_read_1_mysql
apache_beam.io.external.xlang_kafkaio_it_test.CrossLanguageKafkaIOTest ‑ test_hosted_kafkaio_null_key
apache_beam.io.external.xlang_kafkaio_it_test.CrossLanguageKafkaIOTest ‑ test_hosted_kafkaio_populated_key
apache_beam.io.external.xlang_kafkaio_it_test.CrossLanguageKafkaIOTest ‑ test_local_kafkaio_null_key
apache_beam.io.external.xlang_kafkaio_it_test.CrossLanguageKafkaIOTest ‑ test_local_kafkaio_populated_key
apache_beam.io.external.xlang_kinesisio_it_test.CrossLanguageKinesisIOTest ‑ test_kinesis_io_roundtrip
apache_beam.io.external.xlang_kinesisio_it_test.CrossLanguageKinesisIOTest ‑ test_kinesis_write
apache_beam.io.fileio_test.MatchIntegrationTest ‑ test_transform_on_gcs
apache_beam.io.gcp.big_query_query_to_table_it_test.BigQueryQueryToTableIT ‑ test_big_query_legacy_sql
apache_beam.io.gcp.big_query_query_to_table_it_test.BigQueryQueryToTableIT ‑ test_big_query_new_types
apache_beam.io.gcp.big_query_query_to_table_it_test.BigQueryQueryToTableIT ‑ test_big_query_new_types_avro
apache_beam.io.gcp.big_query_query_to_table_it_test.BigQueryQueryToTableIT ‑ test_big_query_standard_sql
apache_beam.io.gcp.bigquery_file_loads_test.BigQueryFileLoadsIT ‑ test_batch_copy_jobs_with_no_input_schema
apache_beam.io.gcp.bigquery_file_loads_test.BigQueryFileLoadsIT ‑ test_bqfl_streaming
apache_beam.io.gcp.bigquery_file_loads_test.BigQueryFileLoadsIT ‑ test_bqfl_streaming_with_copy_jobs
apache_beam.io.gcp.bigquery_file_loads_test.BigQueryFileLoadsIT ‑ test_bqfl_streaming_with_dynamic_destinations
apache_beam.io.gcp.bigquery_file_loads_test.BigQueryFileLoadsIT ‑ test_multiple_destinations_transform
apache_beam.io.gcp.bigquery_file_loads_test.BigQueryFileLoadsIT ‑ test_one_job_fails_all_jobs_fail
apache_beam.io.gcp.bigquery_io_read_it_test.BigqueryIOReadIT ‑ test_bigquery_read_1M_python
apache_beam.io.gcp.bigquery_io_read_it_test.BigqueryIOReadIT ‑ test_bigquery_read_custom_1M_python
apache_beam.io.gcp.bigquery_json_it_test.BigQueryJsonIT ‑ test_direct_read
apache_beam.io.gcp.bigquery_json_it_test.BigQueryJsonIT ‑ test_export_read
apache_beam.io.gcp.bigquery_json_it_test.BigQueryJsonIT ‑ test_file_loads_write
apache_beam.io.gcp.bigquery_json_it_test.BigQueryJsonIT ‑ test_query_read
apache_beam.io.gcp.bigquery_json_it_test.BigQueryJsonIT ‑ test_streaming_inserts
apache_beam.io.gcp.bigquery_read_it_test.ReadAllBQTests ‑ test_read_queries
apache_beam.io.gcp.bigquery_read_it_test.ReadInteractiveRunnerTests ‑ test_read_in_interactive_runner
apache_beam.io.gcp.bigquery_read_it_test.ReadNewTypesTests ‑ test_iobase_source
apache_beam.io.gcp.bigquery_read_it_test.ReadNewTypesTests ‑ test_native_source
apache_beam.io.gcp.bigquery_read_it_test.ReadTests ‑ test_iobase_source
apache_beam.io.gcp.bigquery_read_it_test.ReadTests ‑ test_native_source
apache_beam.io.gcp.bigquery_read_it_test.ReadTests ‑ test_table_schema_retrieve
apache_beam.io.gcp.bigquery_read_it_test.ReadTests ‑ test_table_schema_retrieve_specifying_only_table
apache_beam.io.gcp.bigquery_read_it_test.ReadTests ‑ test_table_schema_retrieve_with_direct_read
apache_beam.io.gcp.bigquery_read_it_test.ReadUsingStorageApiTests ‑ test_iobase_source
apache_beam.io.gcp.bigquery_read_it_test.ReadUsingStorageApiTests ‑ test_iobase_source_with_column_selection
apache_beam.io.gcp.bigquery_read_it_test.ReadUsingStorageApiTests ‑ test_iobase_source_with_column_selection_and_row_restriction
apache_beam.io.gcp.bigquery_read_it_test.ReadUsingStorageApiTests ‑ test_iobase_source_with_column_selection_and_row_restriction_rows
apache_beam.io.gcp.bigquery_read_it_test.ReadUsingStorageApiTests ‑ test_iobase_source_with_native_datetime
apache_beam.io.gcp.bigquery_read_it_test.ReadUsingStorageApiTests ‑ test_iobase_source_with_query
apache_beam.io.gcp.bigquery_read_it_test.ReadUsingStorageApiTests ‑ test_iobase_source_with_query_and_filters
apache_beam.io.gcp.bigquery_read_it_test.ReadUsingStorageApiTests ‑ test_iobase_source_with_row_restriction
apache_beam.io.gcp.bigquery_read_it_test.ReadUsingStorageApiTests ‑ test_iobase_source_with_very_selective_filters
apache_beam.io.gcp.bigquery_test.BigQueryFileLoadsIntegrationTests ‑ test_avro_file_load
apache_beam.io.gcp.bigquery_test.BigQueryStreamingInsertTransformIntegrationTests ‑ test_multiple_destinations_transform
apache_beam.io.gcp.bigquery_test.BigQueryStreamingInsertTransformIntegrationTests ‑ test_value_provider_transform
apache_beam.io.gcp.bigquery_test.PubSubBigQueryIT ‑ test_file_loads
apache_beam.io.gcp.bigquery_test.PubSubBigQueryIT ‑ test_streaming_inserts
apache_beam.io.gcp.bigquery_write_it_test.BigQueryWriteIntegrationTests ‑ test_big_query_write
apache_beam.io.gcp.bigquery_write_it_test.BigQueryWriteIntegrationTests ‑ test_big_query_write_insert_errors_reporting
apache_beam.io.gcp.bigquery_write_it_test.BigQueryWriteIntegrationTests ‑ test_big_query_write_insert_non_transient_api_call_error
apache_beam.io.gcp.bigquery_write_it_test.BigQueryWriteIntegrationTests ‑ test_big_query_write_new_types
apache_beam.io.gcp.bigquery_write_it_test.BigQueryWriteIntegrationTests ‑ test_big_query_write_schema_autodetect
apache_beam.io.gcp.bigquery_write_it_test.BigQueryWriteIntegrationTests ‑ test_big_query_write_temp_table_append_schema_update
apache_beam.io.gcp.bigquery_write_it_test.BigQueryWriteIntegrationTests ‑ test_big_query_write_temp_table_append_schema_update_0
apache_beam.io.gcp.bigquery_write_it_test.BigQueryWriteIntegrationTests ‑ test_big_query_write_temp_table_append_schema_update_1
apache_beam.io.gcp.bigquery_write_it_test.BigQueryWriteIntegrationTests ‑ test_big_query_write_temp_table_append_schema_update_2
apache_beam.io.gcp.bigquery_write_it_test.BigQueryWriteIntegrationTests ‑ test_big_query_write_without_schema
apache_beam.io.gcp.datastore.v1new.datastore_write_it_test.DatastoreWriteIT ‑ test_datastore_write_limit
apache_beam.io.gcp.gcsfilesystem_integration_test.GcsFileSystemIntegrationTest ‑ test_copy
apache_beam.io.gcp.gcsfilesystem_integration_test.GcsFileSystemIntegrationTest ‑ test_rename
apache_beam.io.gcp.gcsfilesystem_integration_test.GcsFileSystemIntegrationTest ‑ test_rename_error
apache_beam.io.gcp.gcsio_integration_test.GcsIOIntegrationTest ‑ test_batch_copy_and_delete
apache_beam.io.gcp.gcsio_integration_test.GcsIOIntegrationTest ‑ test_copy
apache_beam.io.gcp.gcsio_integration_test.GcsIOIntegrationTest ‑ test_create_default_bucket
apache_beam.io.gcp.healthcare.dicomio_integration_test.DICOMIoIntegrationTest ‑ test_dicom_search_instances
apache_beam.io.gcp.healthcare.dicomio_integration_test.DICOMIoIntegrationTest ‑ test_dicom_store_instance_from_gcs
apache_beam.io.gcp.pubsub_integration_test.PubSubIntegrationTest ‑ test_streaming_data_only
apache_beam.io.gcp.pubsub_integration_test.PubSubIntegrationTest ‑ test_streaming_with_attributes
apache_beam.io.parquetio_it_test.TestParquetIT ‑ test_parquetio_it
apache_beam.ml.gcp.cloud_dlp_it_test.CloudDLPIT ‑ test_deidentification
apache_beam.ml.gcp.cloud_dlp_it_test.CloudDLPIT ‑ test_inspection
apache_beam.ml.gcp.naturallanguageml_test_it.NaturalLanguageMlTestIT ‑ test_analyzing_syntax
apache_beam.ml.gcp.recommendations_ai_test_it.RecommendationAIIT ‑ test_create_catalog_item
apache_beam.ml.gcp.recommendations_ai_test_it.RecommendationAIIT ‑ test_create_user_event
apache_beam.ml.gcp.recommendations_ai_test_it.RecommendationAIIT ‑ test_predict
apache_beam.ml.gcp.videointelligenceml_test_it.VideoIntelligenceMlTestIT ‑ test_label_detection_with_video_context
apache_beam.ml.gcp.visionml_test_it.VisionMlTestIT ‑ test_text_detection_with_language_hint
apache_beam.ml.inference.base_test.RunInferenceBaseTest ‑ test_run_inference_with_side_inputin_streaming
apache_beam.ml.inference.huggingface_inference_it_test
apache_beam.ml.inference.huggingface_inference_test
apache_beam.ml.inference.onnx_inference_it_test.OnnxInference ‑ test_onnx_run_inference_roberta_sentiment_classification
apache_beam.ml.inference.onnx_inference_test
apache_beam.ml.inference.pytorch_inference_it_test.PyTorchInference ‑ test_torch_run_inference_bert_for_masked_lm
apache_beam.ml.inference.pytorch_inference_it_test.PyTorchInference ‑ test_torch_run_inference_bert_for_masked_lm_large_model
apache_beam.ml.inference.pytorch_inference_it_test.PyTorchInference ‑ test_torch_run_inference_coco_maskrcnn_resnet50_fpn
apache_beam.ml.inference.pytorch_inference_it_test.PyTorchInference ‑ test_torch_run_inference_coco_maskrcnn_resnet50_fpn_v1_and_v2
apache_beam.ml.inference.pytorch_inference_it_test.PyTorchInference ‑ test_torch_run_inference_imagenet_mobilenetv2
apache_beam.ml.inference.pytorch_inference_test
apache_beam.ml.inference.sklearn_inference_it_test.SklearnInference ‑ test_sklearn_mnist_classification
apache_beam.ml.inference.sklearn_inference_it_test.SklearnInference ‑ test_sklearn_mnist_classification_large_model
apache_beam.ml.inference.sklearn_inference_it_test.SklearnInference ‑ test_sklearn_regression
apache_beam.ml.inference.tensorflow_inference_it_test.TensorflowInference ‑ test_tf_imagenet_image_segmentation
apache_beam.ml.inference.tensorflow_inference_it_test.TensorflowInference ‑ test_tf_mnist_classification
apache_beam.ml.inference.tensorflow_inference_it_test.TensorflowInference ‑ test_tf_mnist_classification_large_model
apache_beam.ml.inference.tensorflow_inference_it_test.TensorflowInference ‑ test_tf_mnist_with_weights_classification
apache_beam.ml.inference.tensorrt_inference_test
apache_beam.ml.inference.vertex_ai_inference_it_test
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_datatable_multi_batch
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_datatable_single_batch
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_numpy_multi_batch
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_numpy_single_batch
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_numpy_single_batch_large_model
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_pandas_multi_batch
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_pandas_single_batch
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_scipy_multi_batch
apache_beam.ml.inference.xgboost_inference_it_test.XGBoostInference ‑ test_iris_classification_scipy_single_batch
apache_beam.ml.inference.xgboost_inference_test
apache_beam.ml.transforms.handlers_test
apache_beam.ml.transforms.tft_test
apache_beam.runners.dask.dask_runner_test
apache_beam.runners.dataflow.dataflow_exercise_metrics_pipeline_test.ExerciseMetricsPipelineTest ‑ test_metrics_it
apache_beam.testing.analyzers.perf_analysis_test
apache_beam.testing.benchmarks.cloudml.cloudml_benchmark_test
apache_beam.testing.test_stream_it_test.TestStreamIntegrationTests ‑ test_basic_execution
apache_beam.testing.test_stream_it_test.TestStreamIntegrationTests ‑ test_multiple_outputs
apache_beam.testing.test_stream_it_test.TestStreamIntegrationTests ‑ test_multiple_outputs_with_watermark_advancement
apache_beam.transforms.enrichment_handlers.feast_feature_store_it_test
apache_beam.transforms.enrichment_handlers.feast_feature_store_test
apache_beam.transforms.external_it_test.ExternalTransformIT ‑ test_job_python_from_python_it
apache_beam.transforms.periodicsequence_it_test.PeriodicSequenceIT ‑ test_periodicsequence_outputs_valid_watermarks_it
apache_beam.typehints.pytorch_type_compatibility_test
apache_beam.yaml.yaml_ml_test
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